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The subagent review loop (dispatching a fresh agent to review plans/specs) doubled execution time (~25 min overhead) without measurably improving plan quality. Regression testing across 5 versions (v3.6.0 through v5.0.4) with 5 trials each showed identical plan sizes, task counts, and quality scores regardless of whether the review loop ran. Changes: - writing-plans: Replace subagent Plan Review Loop with inline Self-Review checklist (spec coverage, placeholder scan, type consistency) - writing-plans: Add explicit "No Placeholders" section listing plan failures (TBD, vague descriptions, undefined references, "similar to Task N") - brainstorming: Replace subagent Spec Review Loop with inline Spec Self-Review (placeholder scan, internal consistency, scope check, ambiguity check) - Both skills now use "look at it with fresh eyes" framing Testing: 5 trials with the new skill show self-review catches 3-5 real bugs per run (spawn positions, API mismatches, seed bugs, grid indexing) in ~30s instead of ~25 min. Remaining defects are comparable to the subagent approach. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>